Credits: 3 (3-0-0)
Description
Convex analysis, Special convex optimization problems, convex optimization theory, Linear programming, unconstrained convex programming, Non-smooth convex optimization, contrained convex optimization, Structural optimization, online convex optimization, stochastic gradient descent, non-convex optimization.